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Update classification.py
Browse files- classification.py +1 -1
classification.py
CHANGED
@@ -178,7 +178,7 @@ def match_categories(df, category_df, treshold=0.45):
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cos_scores = util.cos_sim(ebd_content, torch.stack(list(category_df['Embeddings']), dim=0))[0]
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high_score_indices = [i for i, score in enumerate(cos_scores) if score > treshold]
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for j in high_score_indices:
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df.loc[index, category_df.loc[j, 'topic']] =
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return df
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def save_data(df, filename):
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cos_scores = util.cos_sim(ebd_content, torch.stack(list(category_df['Embeddings']), dim=0))[0]
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high_score_indices = [i for i, score in enumerate(cos_scores) if score > treshold]
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for j in high_score_indices:
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+
df.loc[index, category_df.loc[j, 'topic']] = float(cos_scores[j])
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return df
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def save_data(df, filename):
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